A review on lifetime prediction of proton exchange membrane fuel cells system

Z Hua, Z Zheng, E Pahon, MC Péra, F Gao - Journal of Power Sources, 2022 - Elsevier
The proton exchange membrane fuel cells (PEMFC) system is a promising eco-friendly
power converter device in a wide range of applications, especially in the transportation area …

A health management review of proton exchange membrane fuel cell for electric vehicles: Failure mechanisms, diagnosis techniques and mitigation measures

C Zhang, Y Zhang, L Wang, X Deng, Y Liu… - … and Sustainable Energy …, 2023 - Elsevier
Hydrogen-fed proton exchange membrane fuel cell (PEMFC) have been widely explored
and applied as the power units in the electric vehicles. However, their life-span under the …

Remaining useful life prediction of PEMFC systems under dynamic operating conditions

Z Hua, Z Zheng, E Pahon, MC Péra, F Gao - Energy Conversion and …, 2021 - Elsevier
Abstract The Prognostic and Health Management (PHM) has been developed for more than
two decades. It is capable to anticipate the impending failures and make decisions in …

Prescriptive Lifetime Management for PEM fuel cell systems in transportation applications, Part I: State of the art and conceptual design

S Dirkes, J Leidig, P Fisch, S Pischinger - Energy Conversion and …, 2023 - Elsevier
Proton exchange membrane (PEM) fuel cells represent a promising solution for a
sustainable hydrogen-based mobility. Due to remaining challenges regarding costs and …

Degradation prediction of proton exchange membrane fuel cell based on the multi-inputs Bi-directional long short-term memory

H Li, Q Chen, L Zhang, L Liu, P Xiao - Applied Energy, 2023 - Elsevier
The remaining useful life (RUL) is one of the most crucial indicators for proton exchange
membrane fuel cell (PEMFC). The existing data-driven prediction algorithms have the …

Prescriptive Lifetime Management for PEM fuel cell systems in transportation applications, Part II: On-board operando feature extraction, condition assessment and …

S Dirkes, J Leidig, P Fisch, S Pischinger - Energy Conversion and …, 2023 - Elsevier
The 2030 and 2050 targets for lifetime requirements of proton exchange membrane (PEM)
fuel cell (FC) systems in heavy-duty vehicle (HDV) applications are set to 25,000 h and …

[HTML][HTML] The challenges in reliable determination of degradation rates and lifetime in polymer electrolyte membrane fuel cells

Q Zhang, C Harms, J Mitzel, P Gazdzicki… - Current Opinion in …, 2022 - Elsevier
The durability of polymer electrolyte membrane fuel cells (PEMFCs) needs to be further
improved to cope with application requirements and economic competitiveness. This article …

[HTML][HTML] Efficient health indicators for the prediction of the remaining useful life of proton exchange membrane fuel cells

Z Allal, HN Noura, K Chahine - Energy Conversion and Management: X, 2024 - Elsevier
Abstract Proton Exchange Membrane Fuel Cells (PEMFCs) are devices that convert
hydrogen into energy through a chemical process called electrolysis. They hold promise in …

Health state monitoring and predicting of proton exchange membrane fuel cells: A review

K Li, J Hong, C Zhang, F Liang, H Yang, F Ma… - Journal of Power …, 2024 - Elsevier
Proton exchange membrane fuel cell (PEMFC) is characterized by environmental protection
and energy saving, clean and pollution-free, which is consistent with the development …

A data-driven approach to lifespan prediction for vehicle fuel cell systems

Y Wang, K Wang, B Wang, Y Yin… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The durability of proton exchange membrane fuel cell (PEMFC) is a major concern that limits
their commercial application. Fuel cells are characterized by a complex internal mechanism …